Description: An image dataset, NudeNet, used to train systems for detecting nudity was reportedly found to contain CSAM images, including material involving identified or known victims. According to the Canadian Centre for Child Protection, the dataset had been widely downloaded and cited in academic research prior to discovery. The images were allegedly included without vetting, exposing researchers to legal risk and perpetuating harm to victims. The dataset was subsequently removed following notification.
Entities
View all entitiesAlleged: NudeNet dataset maintainers and NudeNet model developers developed an AI system deployed by Academic researchers , Research institutions , AI developers , Dataset users , Independent researchers and AI researchers, which harmed Academic researchers , Minors , Individuals subjected to sexual exploitation imagery and Victims of CSAM.
Alleged implicated AI systems: NudeNet , AI image classification systems , AI content detection models and Dataset scraping and aggregation pipelines
Incident Stats
Risk Subdomain
A further 23 subdomains create an accessible and understandable classification of hazards and harms associated with AI
1.2. Exposure to toxic content
Risk Domain
The Domain Taxonomy of AI Risks classifies risks into seven AI risk domains: (1) Discrimination & toxicity, (2) Privacy & security, (3) Misinformation, (4) Malicious actors & misuse, (5) Human-computer interaction, (6) Socioeconomic & environmental harms, and (7) AI system safety, failures & limitations.
- Discrimination and Toxicity
Entity
Which, if any, entity is presented as the main cause of the risk
Human
Timing
The stage in the AI lifecycle at which the risk is presented as occurring
Pre-deployment
Intent
Whether the risk is presented as occurring as an expected or unexpected outcome from pursuing a goal
Unintentional
Incident Reports
Reports Timeline
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A large image dataset used to develop AI tools for detecting nudity contains a number of images of child sexual abuse material (CSAM), according to the Canadian Centre for Child Protection (C3P).
The NudeNet dataset, which contains more th…
Variants
A "variant" is an AI incident similar to a known case—it has the same causes, harms, and AI system. Instead of listing it separately, we group it under the first reported incident. Unlike other incidents, variants do not need to have been reported outside the AIID. Learn more from the research paper.
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